Language Modelling On Salmon
المقاييس
Background (Domain) Consistency
Background (Random) Consistency
Background Alignment
Gender Consistency
Room Consistency
Sentiment Alignment
Sentiment Consistency
Speaker Consistency
النتائج
نتائج أداء النماذج المختلفة على هذا المعيار القياسي
اسم النموذج | Background (Domain) Consistency | Background (Random) Consistency | Background Alignment | Gender Consistency | Room Consistency | Sentiment Alignment | Sentiment Consistency | Speaker Consistency | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|---|
| Spirit-LM (Expr.) | 55.0 | 64.0 | 59.5 | 85.0 | 54.5 | 52.0 | 73.5 | 81.0 | Spirit LM: Interleaved Spoken and Written Language Model | - |
| LAST 350M | 55.5 | 60.5 | 54.5 | 70.5 | 61.0 | 51.5 | 64.0 | 63.0 | LAST: Language Model Aware Speech Tokenization | - |
| TWIST 1.3B | 55.5 | 60.5 | 56.5 | 69.5 | 59.0 | 53.0 | 61.5 | 69.0 | Textually Pretrained Speech Language Models | |
| TWIST 350M | 54.0 | 61.5 | 56.5 | 68.0 | 59.0 | 51.5 | 59.0 | 69.5 | Textually Pretrained Speech Language Models | |
| pGSLM | 57.0 | 66.0 | 53.5 | 88.5 | 53.5 | 55.5 | 40.5 | 83.0 | Text-Free Prosody-Aware Generative Spoken Language Modeling | |
| LAST 1.3B | 56.0 | 61.0 | 53.0 | 68.5 | 62.5 | 53.5 | 65.0 | 64.5 | LAST: Language Model Aware Speech Tokenization | - |
| TWIST 7B | 55.0 | 60.5 | 54.5 | 70.0 | 62.0 | 51.5 | 61.5 | 71.0 | Textually Pretrained Speech Language Models | |
| Spirit-LM (base) | 53.5 | 55.5 | 51.5 | 67.0 | 54.5 | 48.0 | 54.5 | 69.5 | Spirit LM: Interleaved Spoken and Written Language Model | - |
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